
How DataSnipper Saves 17 Days/Month on Sales Commissions
“Before Qobra, we managed commissions in spreadsheets, in Slack messages, in emails, screenshots for audit trails. They were time-consuming.”

100%
flexibility in compensation planning
17
days per month saved
1
source of truth for everything

They switched to Qobra
Before Qobra, we managed commissions in spreadsheets, in Slack messages, in emails, screenshots for audit trails. They were time-consuming. They were error-prone, and nobody had any real-time insight into what they would be earning.

It’s super helpful for the revenue teams to be able to say, ‘Okay, if I’m closing this 100k deal, how much extra commissions will I make?’ It’s that extra push they need to be motivated to close that deal.
A growing organisation facing complexity
At DataSnipper, variable compensation is a pillar of global sales performance. Commissions represent a significant portion of sales teams' revenues and are a direct driver of growth.
In a rapidly expanding international environment, commission management must be:
- Reliable
- Transparent
- Aligned with Finance
- Quick to execute
- Easily auditable
Before Qobra, DataSnipper managed its commissions via Excel, Slack, and email. It was a fragmented, time-consuming system that created friction.
This case study shows how DataSnipper transformed its commission structure into a single source of truth, aligned between RevOps, Sales, and Finance.
Global teams and significant alignment challenges
At DataSnipper, the RevOps and Finance teams work closely together to manage commissions.
Before Qobra, management relied on:
- Excel spreadsheets
- Slack exchanges
- Emails
- Screenshots for audit trails
This fragmented approach created risks of errors and complicated coordination between departments.
“Before Qobra, we managed commissions in spreadsheets, in Slack messages, in emails, screenshots for audit trails. They were time-consuming. They were error-prone, and nobody had any real-time insight into what they would be earning.”
Challenges encountered before Qobra
Manual and fragmented processes
Commission processing involved:
- Multiple Excel files
- Scattered communications
- Manual checks
- Repeated consolidations
There was no centralised platform.
Each step increased complexity and the risk of inconsistency.
Long and error-prone workflows
Commission calculation was:
- Time-consuming
- Prone to human error
- Lacking real-time visibility
Sales reps had no visibility into their earnings until the end of the quarter.
As a result, variable compensation did not fully serve its purpose as a motivational tool.
A misalignment between RevOps and Finance
Each quarter:
- RevOps presented plans to Finance
- Finance performed its own calculations
- The figures differed
- Back-and-forth communication was necessary
This lack of alignment slowed down the process and created internal friction.
Deploying Qobra: centralisation, flexibility, and autonomy
Rapid implementation with support
Qobra was deployed quickly and in a structured manner.
The teams benefited from:
- Personalised support
- Help with plan configuration
- Ongoing support
The transition took place without any operational disruption.
“Qobra was super easy and quick for us. We worked with our amazing CSM, who helped us configure all the plans and walked us through how to use Qobra.”
Total flexibility in plan design
With Qobra, DataSnipper can:
- Design plans aligned with strategic objectives
- Quickly adjust models
- Create complex structures without technical dependencies
The intuitive interface allows RevOps teams to work independently.
Compensation planning becomes a strategic lever, not an operational constraint.
A single source of truth shared with Finance
Qobra has become the sole reference for:
- Calculations
- Statements
- Exports
- Validations
Finance and RevOps now rely on the same database.
“Qobra has become that one source of truth for everything. That’s helped to give that sense of truth with finance so that they can be like, we trust this data.”
Result:
- Reduction in back-and-forth communication
- Increased confidence in the figures
- Simplified validation process
Interdepartmental alignment is strengthened.
Spectacular time savings
A drastic reduction in processing times
Before Qobra, the entire calculation cycle could take:
- 14 to 18 days
Today:
- 1 to 2 days are enough
At the end of the period, a simple check with Finance allows the process to be closed.
The streamlining is significant.
“We went from a couple of weeks, 14 to 18 days, to a couple of days, two days, or even we’re getting down to one day now.”
Real-time accuracy and visibility
Perfectly reliable statements
Commissions are now:
- Calculated automatically
- Traceable
- Instantly verifiable
Teams have real-time visibility into amounts owed.
Instantly respond to questions from the field
RevOps teams can now respond live to sales reps:
- About a specific deal
- About a projected amount
- About the impact of a signature
Responsiveness builds trust.
A direct impact on productivity and motivation
Freeing sales reps from manual calculations
Sales teams no longer need to:
- Recalculate their commissions
- Check Excel spreadsheets
- Make rough projections
The process is automated and secure.
“Qobra has massively improved my team’s productivity. They no longer have to manually calculate what their commission will be. It saves them a lot of time and gives them more trust in the process because they know it’s automated.”
Make compensation concrete and motivating
Sales reps can now ask themselves a simple question:
“If I close this $100,000 deal, how much extra will I earn?”
This immediate projection acts as a catalyst for motivation.
Visibility into earning potential creates an acceleration effect in the closing phases.
“It’s super helpful for the revenue teams to be able to say, ‘Okay, if I’m closing this 100k deal, how much extra commissions will I make?’ It’s that extra push they need to be motivated to close that deal.”
Very positive feedback from teams
Sales reps particularly appreciate:
- Real-time visibility
- Clear statements
- Ease of access
Commissions become a tool that is consulted daily, rather than a calculation that is expected at the end of the quarter.
Strategic benefits for DataSnipper
Streamline RevOps operations
Manual and fragmented processes are eliminated.
Strengthen alignment with Finance
A single source of shared truth.
Accelerate closing cycles
From several weeks to a few days.
Improve sales team productivity
Less administration, more focus on sales.
Transform compensation into a performance driver
Real-time visibility drives engagement.
Conclusion: from a fragmented system to a strategic platform
The DataSnipper case study shows that managing commissions via Excel and scattered exchanges leads to:
- Complexity
- Errors
- Lack of alignment
- Wasted time
With Qobra, DataSnipper now benefits from:
- A centralised platform
- A single source of truth
- Stronger alignment between RevOps and Finance
- Real-time visibility for sales teams
Variable compensation is becoming a structuring tool, serving international growth and sustainable performance.
Qobra in a few figures
- 350+ client companies (ElevenLabs, SAP, JCDecaux, Go1, Make, CoachHub, Factorial, Doctolib, Boehringer Ingelheim, etc.)
- 30,000+ users (Finance, Revenue Operations, Sales Operations, HR, Sales, etc.)
- International presence: United States, United Kingdom, Canada, Mexico, France, Spain, Germany, Italy, Netherlands, Belgium, Switzerland, and Czech Republic





